Everything You Need To Know about Linear Algebra for Machine Learning

Vector and Matrix Notation
Matrix Types and Operations
Matrix Factorization
Singular-Value Decomposition
Principal Component Analysis

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Great book. Condenses most important linear algebra concepts for ML into a simple, understandable, and easily digestible format.

Great, just like all of Jason’s books. Easy to follow and the concepts are well explained.

Love it! Much more fun than trying the stuff on YouTube/MOOC.

It is an excellent book which covers all the required fundamentals of LA for ML.

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Everything You Need To Know about Linear Algebra for Machine Learning

Vector and Matrix Notation
Matrix Types and Operations
Matrix Factorization
Singular-Value Decomposition
Principal Component Analysis

Check Out What Customers Are Saying

Great book. Condenses most important linear algebra concepts for ML into a simple, understandable, and easily digestible format.

Great, just like all of Jason’s books. Easy to follow and the concepts are well explained.

Love it! Much more fun than trying the stuff on YouTube/MOOC.

It is an excellent book which covers all the required fundamentals of LA for ML.

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Linear Algebra for Machine Learning

Discover the mathematics of data and a critical pillar of the field of machine learning.

Everything You Need To Know about Linear Algebra for Machine Learning

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Everything You Need To Know about Linear Algebra for Machine Learning

Check Out What Customers Are Saying